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Automating the SINDY workflow with Dataset Augmentation and Reduction

Open dynamic-queries opened this issue 3 years ago • 2 comments

  • Would ideas for augmenting the dataset (DelayEmbeddings.jl) and reducing the data, be welcome (in the scope of this package) for automating the model discovery workflow ?

dynamic-queries avatar Feb 01 '22 15:02 dynamic-queries

Yes

ChrisRackauckas avatar Feb 01 '22 16:02 ChrisRackauckas

Hi! That would be awesome! We had a brief discussion on this a long time ago in in #56 and #5 .

For some hints - if you haven't already seen this - there is Hankel DMD and also HAVOK for test cases.

AlCap23 avatar Feb 05 '22 06:02 AlCap23